Fold 0
Model 0 best validation auc = 0.779812 on epoch 1
Model 0 test auc = 0.881999
Ensemble test auc = 0.881999
Fold 1
Model 0 best validation auc = 0.777465 on epoch 1
Model 0 test auc = 0.833233
Ensemble test auc = 0.833233
Fold 2
Model 0 best validation auc = 0.796714 on epoch 3
Model 0 test auc = 0.886213
Ensemble test auc = 0.886213
Fold 3
Model 0 best validation auc = 0.738498 on epoch 256
Model 0 test auc = 0.801927
Ensemble test auc = 0.801927
Fold 4
Model 0 best validation auc = 0.766197 on epoch 2
Model 0 test auc = 0.883805
Ensemble test auc = 0.883805
Fold 5
Model 0 best validation auc = 0.742723 on epoch 38
Model 0 test auc = 0.915111
Ensemble test auc = 0.915111
Fold 6
Model 0 best validation auc = 0.830986 on epoch 2
Model 0 test auc = 0.839253
Ensemble test auc = 0.839253
Fold 7
Model 0 best validation auc = 0.736620 on epoch 8
Model 0 test auc = 0.820590
Ensemble test auc = 0.820590
Fold 8
Model 0 best validation auc = 0.767606 on epoch 3
Model 0 test auc = 0.844070
Ensemble test auc = 0.844070
Fold 9
Model 0 best validation auc = 0.772770 on epoch 195
Model 0 test auc = 0.841060
Ensemble test auc = 0.841060
10-fold cross validation
	Seed 0 ==> test auc = 0.881999
	Seed 1 ==> test auc = 0.833233
	Seed 2 ==> test auc = 0.886213
	Seed 3 ==> test auc = 0.801927
	Seed 4 ==> test auc = 0.883805
	Seed 5 ==> test auc = 0.915111
	Seed 6 ==> test auc = 0.839253
	Seed 7 ==> test auc = 0.820590
	Seed 8 ==> test auc = 0.844070
	Seed 9 ==> test auc = 0.841060
Overall test auc = 0.854726 +/- 0.033439
Elapsed time = 0:05:26
